Key-Sparse Transformer for Multimodal Speech Emotion Recognition

Understand

Speech emotion recognition is a challenging research topic that plays a critical role in human-computer interaction.

• Multimodal inputs further improve the performance as more emotional information is used.
• However, existing studies learn all the information in the sample while only a small portion of it is about emotion.
• The redundant information will become noises and limit the system performance.